July 14, 2020
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2016/03/01 · I explain how to enable multi threading for XGBoost, let me point you to this excellent Complete Guide to Parameter Tuning in XGBoost (with codes in Python). I found it useful as I started using XGBoost. And I assume that you could be interested if you […]

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2020/02/02 · I construct a series of time-series features from the literature and apply a novel XGBoost model to predict the next days price of a number of assets. The concept is simple and can be expanded to many variables, incorporate many assets and be applied to different Machine Learning models.

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A binary differential evolution algorithm with a self-learning strategy, MOFS-BDE, is proposed to attack the multi-objective feature selection problems. (2) A new binary mutation operator based on the probability difference is designed to generate fresh solutions.

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objective=binary:logistic with num_class=2 throws error

2019/06/12 · After setting the num_class parameter the internal implementation thinks you want to output predictions for each of your class labels, which is redundant in the binary case. For user experience I think we should log that this parameter should not be set with the binary classification objective.

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After setting the num_class parameter the internal implementation thinks you want to output predictions for each of your class labels, which is redundant in the binary case. For user experience I think we should log that this parameter should not be set with the binary classification objective.

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